Tag Archives: Active Learning

Machine Learning Open Source software list-3

Logo Armadillo library 0.9.80

by cu24gjf – September 22, 2010, 01:20:11 CET [ Project Homepage BibTeX Download ] 8338 views, 2116 downloads, 1 subscription

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About: Armadillo is a template C++ linear algebra library aiming towards a good balance between speed and ease of use. Matrix decompositions are provided through optional integration with LAPACK and ATLAS.

Changes:

  • Many speedups due to internal architecture improvements
  • Added template-based size specification of matrices
  • Added insertion/deletion of rows & columns
  • Added insertion/deletion of cube slices
  • Added set_imag() & set_real()
  • Added in-place operations on diagonals
  • Fixes for a few corner cases

Logo MultiBoost 1.0.01

by busarobi – September 21, 2010, 16:04:57 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 2223 views, 337 downloads, 1 subscription

About: MultiBoost is a multi-purpose boosting package implemented in C++. It is based on the multi-class/multi-task AdaBoost.MH algorithm [Schapire-Singer, 1999]. Basic base learners (stumps, trees, products, Haar filters for image processing) can be easily complemented by new data representations and the corresponding base learners, without interfering with the main boosting engine.

Changes:Small bug on Trees of Haar stumps corrected.


Logo peewit 0.6

by lorenz – September 18, 2010, 16:22:01 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 2838 views, 482 downloads, 1 subscription

About: peewit is a prototype implementation of a lightweight framework that provides workflow services for programming, running and result examination of machine learning experiments. It does not provide any ML algorithms and it is restricted to experiments that have a regular tree structure. On the other hand, it does not make assumptions on the type of task and fits many settings. The current version number is 0.6.7.

Changes:archiving services


Logo dlib ml 17.31

by davis685 – September 16, 2010, 05:34:32 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 15927 views, 3282 downloads, 1 subscription

About: A C++ toolkit containing machine learning algorithms and tools that facilitate creating complex software in C++ to solve real world problems.

Changes:This release adds LAPACK support. In particular, now all matrix decomposition routines make use of LAPACK whenever DLIB_USE_LAPACK is #defined.


Logo OpenOpt 0.31

by Dmitrey – September 15, 2010, 11:14:46 CET [ Project Homepage BibTeX Download ] 9605 views, 2062 downloads, 1 subscription

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About: Universal Python-written numerical optimization toolbox. Problems: NLP, LP, QP, NSP, MILP, LSP, LLSP, MMP, GLP, SLE etc; automatic differentiation is available

Changes:http://openopt.org/Changelog


Logo JMLR libDAI 0.2.7

by jorism – September 4, 2010, 09:39:57 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 9368 views, 1567 downloads, 2 subscriptions

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About: libDAI provides free & open source implementations of various (approximate) inference methods for graphical models with discrete variables, including Bayesian networks and Markov Random Fields.

Changes:libDAI release 0.2.7 is a bug-fix release which fixes a bug in the junction-tree MAP inference which could yield incorrect results in some cases. This release accompanies a JMLR open source track publication about libDAI.


Logo JMLR Surrogate Modeling Toolbox 7.0.2

by dgorissen – September 4, 2010, 07:48:59 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 1703 views, 382 downloads, 1 subscription

About: The SUMO Toolbox is a Matlab toolbox that automatically builds accurate surrogate models (also known as metamodels or response surface models) of a given data source (e.g., simulation code, data set, script, …) within the accuracy and time constraints set by the user. The toolbox minimizes the number of data points (which it selects automatically) since they are usually expensive.

Changes:Incremental update, fixing some cosmetic issues, coincides with JMLR publication.


Logo JMLR r-cran-mboost 2.0-6

by r-cran-robot – September 4, 2010, 07:47:13 CET [ Project Homepage BibTeX Download ] 4911 views, 1389 downloads, 1 subscription

About: Model-Based Boosting

Changes:Fetched by r-cran-robot on 2010-08-12 12:52:48.210419


Logo Moses Decoder 2010-08-13

by oliver_wilson – September 3, 2010, 13:49:43 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 443 views, 142 downloads, 1 subscription

About: Moses is a statistical machine translation system that allows you to automatically train translation models for any language pair. All you need is a collection of translated texts (parallel corpus). An efficient search algorithm finds quickly the highest probability translation among the exponential number of choices.

Changes:Initial Announcement on mloss.org.


Logo jblas 1.1.1

by mikio – September 1, 2010, 13:53:51 CET [ Project Homepage BibTeX Download ] 4107 views, 934 downloads, 1 subscription

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About: jblas is a fast linear algebra library for Java. jblas is based on BLAS and LAPACK, the de-facto industry standard for matrix computations, and uses state-of-the-art implementations like ATLAS for all its computational routines, making jBLAS very fast.

Changes:Changes from 1.0:

  • Added singular value decomposition
  • Fixed bug with returning complex values
  • Many other minor improvements